Over the next few years, foundational AI models will continue converging into fewer, more general-purpose models rather than proliferating into many specialized models for individual domains.
“things have been more converging... increasingly it's also just becoming one model... we do get a lot of oomph occasionally we do specialized models... but the trends have not gone that way.” View on YouTube
The frontier AI landscape has not converged into fewer models: distinct major model families from OpenAI, Google, Anthropic, xAI, Meta, DeepSeek, and Alibaba continue to proliferate, but within any single lab's own lineup, general-purpose models have absorbed capabilities (coding, vision, agentic tool use) that once required separate specialized models, partially matching the prediction.